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cs.IR2024
On Generative Agents in Recommendation
An Zhang, Yuxin Chen, Leheng Sheng +2
Recommender systems are the cornerstone of today's information dissemination, yet a disconnect between offline metrics and online performance greatly hinders their development. Add…
cs.IR2024
Towards Human-centered Proactive Conversational Agents
Yang Deng, Lizi Liao, Zhonghua Zheng +2
Recent research on proactive conversational agents (PCAs) mainly focuses on improving the system's capabilities in anticipating and planning action sequences to accomplish tasks an…